Basic Statistics

Raw Counts

Name Value
Rows 8,373
Columns 944
Discrete columns 872
Continuous columns 72
All missing columns 0
Missing observations 6,930,119
Complete Rows 0
Total observations 7,904,112
Memory allocation 88.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 144 columns ignored with more than 50 categories.
## id: 8373 categories
## images1: 6909 categories
## images2: 6207 categories
## images3: 5611 categories
## images4: 4923 categories
## images5: 4018 categories
## images6: 3110 categories
## images7: 2301 categories
## images8: 1642 categories
## title: 8036 categories
## description: 7389 categories
## productProcessedFoodDetail.id: 8373 categories
## productProcessedFoodDetail.foodLabeling: 1248 categories
## addedDescriptions.id: 920 categories
## addedDescriptions.text: 576 categories
## addedDescriptions.createdAt: 920 categories
## addedDescriptions.id.1: 270 categories
## addedDescriptions.text.1: 198 categories
## addedDescriptions.createdAt.1: 270 categories
## quantities.id: 8373 categories
## quantities.description: 5954 categories
## quantities.deliveryMethod.name: 177 categories
## quantities.deliveryMethod.deliveryRates.rate: 162 categories
## quantities.deliveryMethod.deliveryRates.rate.1: 151 categories
## quantities.deliveryMethod.deliveryRates.rate.2: 150 categories
## quantities.deliveryMethod.deliveryRates.rate.3: 146 categories
## quantities.deliveryMethod.deliveryRates.rate.4: 150 categories
## quantities.deliveryMethod.deliveryRates.rate.5: 142 categories
## quantities.deliveryMethod.deliveryRates.rate.6: 143 categories
## quantities.deliveryMethod.deliveryRates.rate.7: 145 categories
## quantities.deliveryMethod.deliveryRates.rate.8: 147 categories
## quantities.deliveryMethod.deliveryRates.rate.9: 148 categories
## quantities.deliveryMethod.deliveryRates.rate.10: 154 categories
## quantities.deliveryMethod.deliveryRates.rate.11: 165 categories
## quantities.id.1: 3752 categories
## quantities.description.1: 2661 categories
## quantities.deliveryMethod.name.1: 125 categories
## quantities.deliveryMethod.deliveryRates.rate.12: 126 categories
## quantities.deliveryMethod.deliveryRates.rate.13: 117 categories
## quantities.deliveryMethod.deliveryRates.rate.14: 115 categories
## quantities.deliveryMethod.deliveryRates.rate.15: 112 categories
## quantities.deliveryMethod.deliveryRates.rate.16: 117 categories
## quantities.deliveryMethod.deliveryRates.rate.17: 109 categories
## quantities.deliveryMethod.deliveryRates.rate.18: 109 categories
## quantities.deliveryMethod.deliveryRates.rate.19: 112 categories
## quantities.deliveryMethod.deliveryRates.rate.20: 114 categories
## quantities.deliveryMethod.deliveryRates.rate.21: 115 categories
## quantities.deliveryMethod.deliveryRates.rate.22: 119 categories
## quantities.deliveryMethod.deliveryRates.rate.23: 128 categories
## quantities.id.2: 2331 categories
## quantities.description.2: 1677 categories
## quantities.deliveryMethod.name.2: 103 categories
## quantities.deliveryMethod.deliveryRates.rate.24: 121 categories
## quantities.deliveryMethod.deliveryRates.rate.25: 110 categories
## quantities.deliveryMethod.deliveryRates.rate.26: 109 categories
## quantities.deliveryMethod.deliveryRates.rate.27: 107 categories
## quantities.deliveryMethod.deliveryRates.rate.28: 110 categories
## quantities.deliveryMethod.deliveryRates.rate.29: 104 categories
## quantities.deliveryMethod.deliveryRates.rate.30: 104 categories
## quantities.deliveryMethod.deliveryRates.rate.31: 107 categories
## quantities.deliveryMethod.deliveryRates.rate.32: 108 categories
## quantities.deliveryMethod.deliveryRates.rate.33: 109 categories
## quantities.deliveryMethod.deliveryRates.rate.34: 114 categories
## quantities.deliveryMethod.deliveryRates.rate.35: 126 categories
## quantities.id.3: 1319 categories
## quantities.description.3: 954 categories
## quantities.deliveryMethod.name.3: 83 categories
## quantities.deliveryMethod.deliveryRates.rate.36: 98 categories
## quantities.deliveryMethod.deliveryRates.rate.37: 92 categories
## quantities.deliveryMethod.deliveryRates.rate.38: 90 categories
## quantities.deliveryMethod.deliveryRates.rate.39: 87 categories
## quantities.deliveryMethod.deliveryRates.rate.40: 89 categories
## quantities.deliveryMethod.deliveryRates.rate.41: 84 categories
## quantities.deliveryMethod.deliveryRates.rate.42: 84 categories
## quantities.deliveryMethod.deliveryRates.rate.43: 87 categories
## quantities.deliveryMethod.deliveryRates.rate.44: 89 categories
## quantities.deliveryMethod.deliveryRates.rate.45: 90 categories
## quantities.deliveryMethod.deliveryRates.rate.46: 94 categories
## quantities.deliveryMethod.deliveryRates.rate.47: 106 categories
## quantities.id.4: 717 categories
## quantities.description.4: 521 categories
## quantities.deliveryMethod.name.4: 51 categories
## quantities.deliveryMethod.deliveryRates.rate.48: 85 categories
## quantities.deliveryMethod.deliveryRates.rate.49: 79 categories
## quantities.deliveryMethod.deliveryRates.rate.50: 79 categories
## quantities.deliveryMethod.deliveryRates.rate.51: 76 categories
## quantities.deliveryMethod.deliveryRates.rate.52: 79 categories
## quantities.deliveryMethod.deliveryRates.rate.53: 72 categories
## quantities.deliveryMethod.deliveryRates.rate.54: 72 categories
## quantities.deliveryMethod.deliveryRates.rate.55: 73 categories
## quantities.deliveryMethod.deliveryRates.rate.56: 77 categories
## quantities.deliveryMethod.deliveryRates.rate.57: 77 categories
## quantities.deliveryMethod.deliveryRates.rate.58: 81 categories
## quantities.deliveryMethod.deliveryRates.rate.59: 91 categories
## stock: 206 categories
## user.id: 1997 categories
## user.name: 1994 categories
## user.organizationName: 1957 categories
## user.address: 856 categories
## user.avatarImageUrl: 1994 categories
## user.communityId: 1997 categories
## daysBeforeShipping: 110 categories
## preservationMethod: 4137 categories
## tags.featureTags.id: 65 categories
## tags.featureTags.name: 65 categories
## tags.featureTags.id.1: 68 categories
## tags.featureTags.name.1: 68 categories
## tags.featureTags.id.2: 67 categories
## tags.featureTags.name.2: 67 categories
## tags.featureTags.id.3: 60 categories
## tags.featureTags.name.3: 60 categories
## tags.featureTags.id.4: 53 categories
## tags.featureTags.name.4: 53 categories
## ts: 8373 categories
## addedDescriptions.id.2: 97 categories
## addedDescriptions.text.2: 76 categories
## addedDescriptions.createdAt.2: 97 categories
## lastOrderScheduledDate: 210 categories
## quantities.id.5: 389 categories
## quantities.description.5: 300 categories
## quantities.deliveryMethod.deliveryRates.rate.60: 67 categories
## quantities.deliveryMethod.deliveryRates.rate.61: 61 categories
## quantities.deliveryMethod.deliveryRates.rate.62: 59 categories
## quantities.deliveryMethod.deliveryRates.rate.63: 58 categories
## quantities.deliveryMethod.deliveryRates.rate.64: 59 categories
## quantities.deliveryMethod.deliveryRates.rate.65: 53 categories
## quantities.deliveryMethod.deliveryRates.rate.66: 53 categories
## quantities.deliveryMethod.deliveryRates.rate.67: 55 categories
## quantities.deliveryMethod.deliveryRates.rate.68: 58 categories
## quantities.deliveryMethod.deliveryRates.rate.69: 61 categories
## quantities.deliveryMethod.deliveryRates.rate.70: 63 categories
## quantities.deliveryMethod.deliveryRates.rate.71: 68 categories
## productProcessedFoodDetail.imageUrl: 1429 categories
## images9: 474 categories
## quantities.id.6: 204 categories
## quantities.description.6: 154 categories
## quantities.id.7: 149 categories
## quantities.description.7: 111 categories
## quantities.id.8: 97 categories
## quantities.description.8: 71 categories
## quantities.id.9: 81 categories
## quantities.description.9: 55 categories
## images: 273 categories
## images10: 65 categories

QQ Plot

## Warning: Removed 3852 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 3852 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 8103 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 8103 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 8826 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 8826 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 8940 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 8940 rows containing non-finite values (`stat_qq_line()`).

## Warning: Removed 2991 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 2991 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.